[codex] Add recent-feedback sweep loop

scripts/check.mjs

@@ -157,6 +157,7 @@ const requestedConceptSlugs = [
   "codex-completion-contract-loop",
   "revolve-self-improvement-loop",
   "five-minute-repository-maintainer-loop",
+  "recent-feedback-sweep",
 ];
 const submissionPromptAnchors = new Map([
   ["ticket-to-pr-ready-loop", ["bug report", "customer complaint"]],
@@ -194,7 +195,7 @@ assert.deepEqual(agentLoopTerm.sameAs, [
   "https://code.claude.com/docs/en/agent-sdk/agent-loop",
   "https://arxiv.org/abs/2210.03629",
 ]);
-assert.equal(loops.length, 30);
+assert.equal(loops.length, 31);
 assert.equal(slugs.size, loops.length);
 assert.equal(titles.size, loops.length);
 assert.equal(prompts.size, loops.length);

scripts/loop-data.mjs

@@ -5,7 +5,7 @@ export const site = {
   description:
     "Practical AI agent workflows for engineering, research, editorial work, evaluation, and operations.",
   updated: "2026-06-19",
-  socialImageVersion: "20260619-7",
+  socialImageVersion: "20260619-8",
   socialImageExtension: "png",
   socialImageMimeType: "image/png",
 };
@@ -1226,4 +1226,44 @@ export const loops = [
     ],
     related: ["ticket-to-pr-ready-loop", "stale-safe-batch-release-loop"],
   },
+  {
+    number: "031",
+    slug: "recent-feedback-sweep",
+    title: "The recent-feedback sweep",
+    summary:
+      "Turns recent user corrections into a project-wide audit and verified fixes.",
+    seoTitle: "Recent-Feedback Project Audit | Loop Library",
+    description:
+      "A project audit that turns recent user-reported problems into reusable failure patterns, fixes every confirmed match, and verifies a clean final sweep.",
+    categoryLabel: "AI coding agent workflow",
+    author: "Matthew Berman",
+    published: "2026-06-19",
+    modified: "2026-06-19",
+    prompt:
+      "Review all available threads from [lookback window] where I reported something wrong with [project] and asked for a fix. Build a deduplicated issue list, group it into failure patterns, and verify current state. Audit the complete project for every pattern, fix each confirmed instance, and add regression coverage where practical. Repeat the full audit until it finds no remaining instance or [iteration budget] ends. Stop on blocked or approval-gated work. Return the issues, fixes, evidence, and blockers.",
+    verifyTitle:
+      "The issue inventory is closed and a fresh pattern audit is clean.",
+    verifyDetail:
+      "Every reported issue and newly found match has current proof of resolution; blocked, approval-gated, or budget-exhausted items remain explicitly open.",
+    useWhen:
+      "Use this after several days of project feedback when repeated mistakes may point to similar issues elsewhere and the agent can inspect both the conversation history and the complete current project.",
+    steps: [
+      "Define the lookback window and complete project surface, then collect every accessible thread in which the user reported a problem and requested a fix.",
+      "Deduplicate the reported issues, verify their current status, and turn the concrete examples into explicit failure patterns and audit checks.",
+      "Audit every in-scope project surface for each pattern, fix one confirmed instance at a time, and add regression coverage where practical.",
+      "Run targeted checks after each fix, then rerun the complete pattern audit and relevant full checks before declaring the sweep clean.",
+    ],
+    why:
+      "Recent corrections are concrete examples of the quality bar the project missed. Grouping them into failure patterns turns one-off feedback into a reusable audit rubric, while a fresh full sweep catches sibling defects and verifies the current project rather than trusting old thread state.",
+    note:
+      "Thread access and a complete surface inventory are prerequisites. Do not infer defects from neutral discussion, reopen resolved issues without checking current behavior, or claim success while an inaccessible, blocked, approval-gated, or budget-exhausted item remains. Get approval before destructive, production, or external actions.",
+    keywords: [
+      "recent user feedback",
+      "project-wide issue audit",
+      "failure pattern sweep",
+      "regression prevention",
+      "AI coding agent",
+    ],
+    related: ["full-product-evaluation-loop", "quality-streak-loop"],
+  },
 ];

site/catalog.json

@@ -7,7 +7,7 @@
   "catalogUrl": "https://signals.forwardfuture.ai/loop-library/catalog.json",
   "markdownUrl": "https://signals.forwardfuture.ai/loop-library/catalog.md",
   "updated": "2026-06-19",
-  "loopCount": 30,
+  "loopCount": 31,
   "categories": [
     {
       "slug": "engineering",
@@ -1451,6 +1451,53 @@
         }
       ],
       "sourceUrl": "https://github.com/steipete/agent-scripts/blob/main/skills/maintainer-orchestrator/SKILL.md"
+    },
+    {
+      "number": "031",
+      "slug": "recent-feedback-sweep",
+      "title": "The recent-feedback sweep",
+      "url": "https://signals.forwardfuture.ai/loop-library/loops/recent-feedback-sweep/",
+      "category": {
+        "slug": "engineering",
+        "label": "Engineering"
+      },
+      "author": "Matthew Berman",
+      "published": "2026-06-19",
+      "modified": "2026-06-19",
+      "description": "A project audit that turns recent user-reported problems into reusable failure patterns, fixes every confirmed match, and verifies a clean final sweep.",
+      "useWhen": "Use this after several days of project feedback when repeated mistakes may point to similar issues elsewhere and the agent can inspect both the conversation history and the complete current project.",
+      "prompt": "Review all available threads from [lookback window] where I reported something wrong with [project] and asked for a fix. Build a deduplicated issue list, group it into failure patterns, and verify current state. Audit the complete project for every pattern, fix each confirmed instance, and add regression coverage where practical. Repeat the full audit until it finds no remaining instance or [iteration budget] ends. Stop on blocked or approval-gated work. Return the issues, fixes, evidence, and blockers.",
+      "verification": {
+        "title": "The issue inventory is closed and a fresh pattern audit is clean.",
+        "detail": "Every reported issue and newly found match has current proof of resolution; blocked, approval-gated, or budget-exhausted items remain explicitly open."
+      },
+      "steps": [
+        "Define the lookback window and complete project surface, then collect every accessible thread in which the user reported a problem and requested a fix.",
+        "Deduplicate the reported issues, verify their current status, and turn the concrete examples into explicit failure patterns and audit checks.",
+        "Audit every in-scope project surface for each pattern, fix one confirmed instance at a time, and add regression coverage where practical.",
+        "Run targeted checks after each fix, then rerun the complete pattern audit and relevant full checks before declaring the sweep clean."
+      ],
+      "why": "Recent corrections are concrete examples of the quality bar the project missed. Grouping them into failure patterns turns one-off feedback into a reusable audit rubric, while a fresh full sweep catches sibling defects and verifies the current project rather than trusting old thread state.",
+      "implementationNote": "Thread access and a complete surface inventory are prerequisites. Do not infer defects from neutral discussion, reopen resolved issues without checking current behavior, or claim success while an inaccessible, blocked, approval-gated, or budget-exhausted item remains. Get approval before destructive, production, or external actions.",
+      "keywords": [
+        "recent user feedback",
+        "project-wide issue audit",
+        "failure pattern sweep",
+        "regression prevention",
+        "AI coding agent"
+      ],
+      "related": [
+        {
+          "slug": "full-product-evaluation-loop",
+          "title": "The full product evaluation loop",
+          "url": "https://signals.forwardfuture.ai/loop-library/loops/full-product-evaluation-loop/"
+        },
+        {
+          "slug": "quality-streak-loop",
+          "title": "The quality streak loop",
+          "url": "https://signals.forwardfuture.ai/loop-library/loops/quality-streak-loop/"
+        }
+      ]
     }
   ]
 }

site/catalog.md

@@ -277,3 +277,12 @@ URL above.
 - Verify: Every repository item reaches a proven handoff or terminal state. Authorized autonomous work lands with evidence; other items are decision-ready, blocked with one exact ask, or recorded as a clean no-op.
 - Keywords: Codex repository maintenance, multi-repository orchestration, five minute agent loop, GitHub project triage, thread delegation
 - Related: [The ticket-to-PR-ready loop](https://signals.forwardfuture.ai/loop-library/loops/ticket-to-pr-ready-loop/), [The stale-safe batch release loop](https://signals.forwardfuture.ai/loop-library/loops/stale-safe-batch-release-loop/)
+
+## 031 — [The recent-feedback sweep](https://signals.forwardfuture.ai/loop-library/loops/recent-feedback-sweep/)
+
+- Category: Engineering
+- Use when: Use this after several days of project feedback when repeated mistakes may point to similar issues elsewhere and the agent can inspect both the conversation history and the complete current project.
+- Prompt: Review all available threads from [lookback window] where I reported something wrong with [project] and asked for a fix. Build a deduplicated issue list, group it into failure patterns, and verify current state. Audit the complete project for every pattern, fix each confirmed instance, and add regression coverage where practical. Repeat the full audit until it finds no remaining instance or [iteration budget] ends. Stop on blocked or approval-gated work. Return the issues, fixes, evidence, and blockers.
+- Verify: The issue inventory is closed and a fresh pattern audit is clean. Every reported issue and newly found match has current proof of resolution; blocked, approval-gated, or budget-exhausted items remain explicitly open.
+- Keywords: recent user feedback, project-wide issue audit, failure pattern sweep, regression prevention, AI coding agent
+- Related: [The full product evaluation loop](https://signals.forwardfuture.ai/loop-library/loops/full-product-evaluation-loop/), [The quality streak loop](https://signals.forwardfuture.ai/loop-library/loops/quality-streak-loop/)

site/feed.xml

@@ -340,4 +340,15 @@
     </author>
     <summary>A five-minute Codex workflow that triages repositories, directs bounded maintenance to dedicated threads, and requires proof and permission before work lands.</summary>
   </entry>
+  <entry>
+    <title>The recent-feedback sweep</title>
+    <id>https://signals.forwardfuture.ai/loop-library/loops/recent-feedback-sweep/</id>
+    <link href="https://signals.forwardfuture.ai/loop-library/loops/recent-feedback-sweep/" />
+    <published>2026-06-19T00:00:00-07:00</published>
+    <updated>2026-06-19T00:00:00-07:00</updated>
+    <author>
+      <name>Matthew Berman</name>
+    </author>
+    <summary>A project audit that turns recent user-reported problems into reusable failure patterns, fixes every confirmed match, and verifies a clean final sweep.</summary>
+  </entry>
 </feed>

site/index.html

@@ -58,11 +58,11 @@
     />
     <meta
       property="og:image"
-      content="https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-7.png"
+      content="https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-8.png"
     />
     <meta
       property="og:image:secure_url"
-      content="https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-7.png"
+      content="https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-8.png"
     />
     <meta property="og:image:type" content="image/png" />
     <meta
@@ -82,7 +82,7 @@
     />
     <meta
       name="twitter:image"
-      content="https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-7.png"
+      content="https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-8.png"
     />
     <meta
       name="twitter:image:alt"
@@ -152,7 +152,7 @@
             "dateModified": "2026-06-19",
             "primaryImageOfPage": {
               "@type": "ImageObject",
-              "url": "https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-7.png",
+              "url": "https://signals.forwardfuture.ai/loop-library/assets/social/loop-library-20260619-8.png",
               "width": 1200,
               "height": 630
             },
@@ -164,7 +164,7 @@
             },
             "mainEntity": {
               "@type": "ItemList",
-              "numberOfItems": 30,
+              "numberOfItems": 31,
               "itemListElement": [
                 {
                   "@type": "ListItem",
@@ -345,6 +345,12 @@
                   "position": 30,
                   "name": "The five-minute repository maintainer loop",
                   "url": "https://signals.forwardfuture.ai/loop-library/loops/five-minute-repository-maintainer-loop/"
+                },
+                {
+                  "@type": "ListItem",
+                  "position": 31,
+                  "name": "The recent-feedback sweep",
+                  "url": "https://signals.forwardfuture.ai/loop-library/loops/recent-feedback-sweep/"
                 }
               ]
             }
@@ -551,7 +557,7 @@ <h2 id="agent-skill-title">
         </div>
 
         <div class="results-line">
-          <p id="results-count" aria-live="polite">Showing 30 loops</p>
+          <p id="results-count" aria-live="polite">Showing 31 loops</p>
           <time datetime="2026-06-19">Updated June 19, 2026</time>
         </div>
 
@@ -1759,6 +1765,48 @@ <h3>
                 </td>
               </tr>
 
+              <tr
+                class="loop-row"
+                data-copy-root
+                data-category="engineering"
+                data-search="recent user feedback threads corrections reported issues project audit failure patterns regression prevention matthew berman coding agent"
+              >
+                <td class="cell-number">031</td>
+                <td class="cell-loop">
+                  <div class="loop-meta">
+                    <span class="loop-category">Engineering</span>
+                    <span class="loop-attribution">By Matthew Berman</span>
+                  </div>
+                  <h3>
+                    <a class="loop-title-link" href="./loops/recent-feedback-sweep/">
+                      The recent-feedback sweep
+                    </a>
+                  </h3>
+                  <p class="loop-summary">Turns recent user corrections into a project-wide audit and verified fixes.</p>
+                  <p data-prompt>
+                    Review all available threads from [lookback window] where I
+                    reported something wrong with [project] and asked for a fix.
+                    Build a deduplicated issue list, group it into failure
+                    patterns, and verify current state. Audit the complete
+                    project for every pattern, fix each confirmed instance, and
+                    add regression coverage where practical. Repeat the full
+                    audit until it finds no remaining instance or [iteration
+                    budget] ends. Stop on blocked or approval-gated work. Return
+                    the issues, fixes, evidence, and blockers.
+                  </p>
+                </td>
+                <td class="cell-check">
+                  <span class="cell-label">Verify / stop</span>
+                  <strong>The issue inventory is closed and a fresh pattern audit is clean.</strong>
+                  <span>Every reported issue and newly found match has current proof of resolution; blocked, approval-gated, or budget-exhausted items remain explicitly open.</span>
+                </td>
+                <td class="cell-action">
+                  <button class="copy-button" type="button">
+                    <span>Copy</span>
+                  </button>
+                </td>
+              </tr>
+
             </tbody>
           </table>
         </div>

site/loops/100-percent-test-coverage-loop/index.html

@@ -38,8 +38,8 @@
     <meta property="og:title" content="100% Test Coverage Loop for Coding Agents | Loop Library" />
     <meta property="og:description" content="A goal-based coding-agent workflow that identifies uncovered behavior, adds meaningful tests, and stops when the full suite passes at 100% coverage." />
     <meta property="og:url" content="https://signals.forwardfuture.ai/loop-library/loops/100-percent-test-coverage-loop/" />
-    <meta property="og:image" content="https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-7.png" />
-    <meta property="og:image:secure_url" content="https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-7.png" />
+    <meta property="og:image" content="https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-8.png" />
+    <meta property="og:image:secure_url" content="https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-8.png" />
     <meta property="og:image:type" content="image/png" />
     <meta property="og:image:width" content="1200" />
     <meta property="og:image:height" content="630" />
@@ -49,7 +49,7 @@
     <meta name="twitter:card" content="summary_large_image" />
     <meta name="twitter:title" content="100% Test Coverage Loop for Coding Agents | Loop Library" />
     <meta name="twitter:description" content="A goal-based coding-agent workflow that identifies uncovered behavior, adds meaningful tests, and stops when the full suite passes at 100% coverage." />
-    <meta name="twitter:image" content="https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-7.png" />
+    <meta name="twitter:image" content="https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-8.png" />
     <meta name="twitter:image:alt" content="The 100% test coverage loop — Forward Future Loop Library" />
     <link rel="canonical" href="https://signals.forwardfuture.ai/loop-library/loops/100-percent-test-coverage-loop/" />
     <link rel="sitemap" type="application/xml" href="https://signals.forwardfuture.ai/loop-library/sitemap.xml" />
@@ -99,7 +99,7 @@
       ],
       "image": {
         "@type": "ImageObject",
-        "url": "https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-7.png",
+        "url": "https://signals.forwardfuture.ai/loop-library/assets/social/100-percent-test-coverage-loop-20260619-8.png",
         "width": 1200,
         "height": 630
       },